cold boot attacks on cgd?

Hi list.
According to this url, http://citp.princeton.edu/memory/ , a crypto key
can be retrieved from RAM after the computer is shutdown.
Is CGD vulnerable (storing the key on RAM), to this kind of attack?
Thank you very much.
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César Catrián Carreño